1.Establishment of interpretable cytotoxicity prediction models using machine learning analysis of transcriptome features.
You WU ; Ke TANG ; Chunzheng WANG ; Hao SONG ; Fanfan ZHOU ; Ying GUO
Acta Pharmaceutica Sinica B 2025;15(3):1344-1358
Cytotoxicity, usually represented by cell viability, is a crucial parameter for evaluating drug safety in vitro. Accurate prediction of cell viability/cytotoxicity could accelerate drug development in the early stage. In this study, by integrating cellular transcriptome and cell viability data using four machine learning algorithms (support vector machine (SVM), random forest (RF), extreme gradient boosting (XGBoost), and light gradient boosting machine (LightGBM)) and two ensemble algorithms (voting and stacking), highly accurate prediction models of 50% and 80% cell viability were developed with area under the receiver operating characteristic curve (AUROC) of 0.90 and 0.84, respectively; these models also showed good performance when utilized for diverse cell lines. Concerning the characterization of the employed Feature Genes, the models were interpreted, and the mechanisms of bioactive compounds with a narrow therapeutic index (NTI) can also be analyzed. In summary, the models established in this research exhibit superior capacity to those of previous studies; these models enable accurate high-safety substance screening via cytotoxicity prediction across cell lines. Moreover, for the first time, Cytotoxicity Signature (CTS) genes were identified, which could provide additional clues for further study of mechanisms of action (MOA), especially for NTI compounds.
2.Vagal Response During Pulmonary Vein Isolation:Incidence,Characteristics and Clinical Outcomes
Erpeng LIANG ; Weifeng SONG ; You ZHOU ; Ke CHEN ; Xianqing WANG ; Chuanyu GAO ; Lihui ZHENG
Chinese Circulation Journal 2025;40(5):475-479
Objectives:This study aims to investigate the incidence,characteristics and clinical outcomes of vagal response(VR)during pulmonary vein isolation(PVI).Methods:A total of 702 patients with nonvalvular atrial fibrillation(AF)who received the first PVI radiofrequency ablation in Central China Fuwai Hospital from January 2022 to December 2023 were consecutively enrolled.PVI was initiated from right superior pulmonary vein(RSPV),followed by other pulmonary veins(PVs).The VR was defined as atrioventricular block(AVB),asystole or a 50%increase in the RR interval.Results:Among 702 patients with AF,380 patients(54.1%)were paroxysmal AF and 322 patients(45.9%)were persistent AF.77 patients(11.0%)developed 81 VR episodes,which were more common in paroxysmal group than in persistent AF group(19.5%vs.0.9%,P<0.001).VR manifestations included 51 sinus arrest(63.0%),26 sinus bradycardia(32.1%),and 4 atrioventricular block(AVB,4.9%).Most VR episodes were observed in the left superior ganglionated plexi(67[82.7%]).Paroxysmal AF(OR=18.667,95%CI:6.638-52.491,P<0.001),body mass index(BMI)≥28.0 kg/m2(OR=2.361,95%CI:1.376-4.051,P=0.002)and left ventricular ejection fraction(LVEF)≥62.0%(OR=1.964,95%CI:1.119-3.447,P=0.019)were independent risk factors of VR.During a mean of(13.0±7.1)months follow up,among paroxysmal AF patients,6 patients(8.1%)with VR and 33 patients(10.8%)without VR experienced AF recurrence(P=0.496).Kaplan-Meier curves estimated that the AF-free survival rate was similar between VR group and non-VR group among paroxysmal AF patients(log-rank P=0.735).Conclusions:The most common sites of VR when initiating PVI from right RSPV occur in left superior ganglionated plexi.Paroxysmal AF,BMI≥28.0 kg/m2 and LVEF≥62.0%are independent risk factors of VR.VR does not affect AF-free survival.
3.Surgical treatment and survival analyses of intrahepatic cholangiocarcinoma
Hui ZHANG ; Chenyu JIAO ; Changxian LI ; Feng ZHANG ; Feng CHENG ; Xiaofeng QIAN ; Ke WANG ; Liyong PU ; Chuanyong ZHANG ; Lianbao KONG ; Donghua LI ; Ping WANG ; Aihua YAO ; Xiaofeng WU ; Wei YOU ; Xuehao WANG ; Xiangcheng LI
Chinese Journal of Surgery 2025;63(4):322-330
Objective:To evaluate the survival benefit of surgical treatment for intrahepatic cholangiocarcinoma.Methods:This study is conducted based on the hepatobiliary tumor registry database. From May 2009 to December 2022,a total of 704 patients who were initially diagnosed with intrahepatic cholangiocarcinoma and underwent liver resection were consecutively enrolled at the Hepatobiliary Center of the First Affiliated Hospital of Nanjing Medical University. Among them,there were 380 males and 324 females,aged ( M(IQR)) 61(15) years(range:27 to 88 years). Twenty-six (3.7%) patients received neoadjuvant therapy before surgery. The overall survival(OS) and disease-free survival(DFS) rates were estimated by life table method, and Kaplan-Meier survival curves were plotted. Log-rank test was used to compare the survival difference among tumor-node-metastasis(TNM) staging or three periods. The OS and DFS differences among lymph node groups or adjuvant treatment groups were quantified as HR with 95% CI estimated using Cox proportional-hazards model with adjustment for prognostic factors. Results:Among the 704 patients,349 cases(49.6%) underwent major hepatectomy (≥3 segments),331(47.0%) had lymph node resection during surgery,and 524 cases(74.4%) achieved R0 resection. The morbidity of Clavien-Dindo grade Ⅲ or higher complications was 16.5%(116/704),with a mortality rate of 3.0%(21/704) within 30 days post-surgery. The median OS time was 27.1 months, and the OS rates at 1-,3-,5- and 10-year were 69.1%, 42.4%,34.1% and 24.5%,respectively. The median DFS time was 10.5 months,and the corresponding DFS rates were 46.0%,25.4%,21.9% and 16.9%,respectively. According to the 8 th edition of AJCC staging system, the 5-year survival rates for ⅠA,ⅠB,Ⅱ,ⅢA,ⅢB and Ⅳ were 68.4%, 43.2%, 30.3%,32.2%,14.0% and 0,respectively. The corresponding DFS rates were 55.8%, 28.1%,13.8%,21.2%,3.3% and 0,respectively. There were no statistically significant differences of OS or DFS between stage ⅠB and Ⅱ, stage ⅠB and ⅢA, or between stage Ⅱ and ⅢA(Log-rank test:all P>0.05),while there were significant differences of OS and DFS among other stages(Log-rank test:all P<0.05). Using Cox model with adjustment for prognostic factors, there were no statistically significant differences of OS and DFS between non-lymphadenectomy group or the biopsy-N0 group and dissection-N0 group(both P>0.05). However,the overall and disease-free survival of the biopsy-N1 group or dissection-N1 group were worse than those of dissection-N0 group(both P<0.05),with overall survival being better in dissection-N1 group than biopsy-N1 group( P=0.017). Overall survival in the period from 2019 to 2022 were significantly superior to that during the periods from 2009 to 2013 and 2014 to 2018(both P<0.01). Adjusting for prognostic factors, the disease-free and overall survival of the postoperative adjuvant therapy group were significantly better than those of the observation group in the period 2019 to 2022(both P<0.01). Conclusions:Surgery remains a milestone for achieving long-term survival for patients with intrahepatic cholangiocarcinoma. Regional lymph node dissection is required for patients with lymph node metastasis. Adjuvant therapy can significantly reduce tumor recurrence and prolong overall survival.
4.Chemical consitituents and hypoglycemic activity of Qinhuai No. 1 Rehmannia glutinosa
Meng YANG ; Zhi-you HAO ; Xiao-lan WANG ; Chao-yuan XIAO ; Jun-yang ZHANG ; Shi-qi ZHOU ; Xiao-ke ZHENG ; Wei-sheng FENG
Acta Pharmaceutica Sinica 2025;60(1):205-210
Eight compounds were isolated and purified from the ethyl acetate part of 70% acetone extract of
5.Research progress of mitophagy in asthma
Yingzhi He ; You Wang ; Xuemei Chen ; Yuwei Xie ; Dang Ao ; Chuanghong Ke ; Wen Li
Acta Universitatis Medicinalis Anhui 2025;60(4):766-771
Abstract
Asthma is a well-characterized heterogeneous disease marked by airway remodeling and chronic airway inflammation. Clinically, the treatment of asthma primarily relies on hormonal drugs. However, the long-term use of these medications can lead to significant side effects. Mitophagy is a biological process that selectively transports damaged mitochondria to lysosomes for degradation. Recent research has revealed the crosstalk between mitophagy and asthma. Accordingly, taking mitophagy as an entry point, summarizing the key molecular mechanisms and regulators of mitophagy in asthma will facilitate the development of novel intervention targets and strategies for asthmatic treatment.
6.The Impact of New-onset Heart Conduction Blocks After Transcatheter Aortic Valve Replacement on the Heart Conduction at 1-year Follow-up
Jifang MA ; You ZHOU ; Xiaobiao ZANG ; Weifeng SONG ; Ke CHEN ; Zhihan ZHAO ; Xianqing WANG ; Yonghui ZHAO ; Haixia FU
Chinese Circulation Journal 2025;40(2):164-169
Objectives:This study aims to explore the impact of new-onset heart conduction block post transcatheter aortic valve replacement(TAVR)on the cardiac conduction status during 1-year follow-up.Methods:A total of 130 patients who completed TAVR surgery at Fuwai Central-China Cardiovascular Hospital from July 2019 to October 2022 were screened.Among them,56 cases with postoperative heart conduction block were selected for analysis.According to the degree of heart block,patients were divided into mild block group(n=36),moderate block group(n=9),and severe block group(n=11).The clinical characteristics and cardiac conduction conditions at 1-year follow-up between different groups were compared.Results:During a mean(8.5±4.1)months follow-up period,10(17.9%)patients had long-term atrioventricular conduction block,and 46(82.1%)patients had partial or complete recovery of heart block,with 28(50.0%)patients with completely recovered cardiac conduction.In the mild block group,22(61.1%)cases were completely recovered,9(25.0%)patients partly recovered,and 5(13.9%)cases uncovered.In the moderate block group,2(22.2%)cases were completely recovered,5(55.6%)patients partly recovered,and 2(22.2%)cases uncovered.Difference in long-term atrioventricular conduction block among three groups was statistically significant(P<0.001).The Kaplan-Meier curve shows that patients with moderate to severe heart block have a higher rate of long-term atrioventricular conduction block(86.1%vs.77.8%vs.72.7%,log-rank P=0.03).Cox multivariate analysis exhibited that old age(≥75 years old,HR=1.204,95%CI:1.051-1.525,P=0.041)and severe heart conduction block(HR=1.106,95%CI:1.100-1.616,P=0.031)are the two independent risk factors for long-term atrioventricular conduction block post TAVR.Conclusions:The ratio of complete cardiac conduction recovery post TAVR is 50.0%.Older age(≥75 year)and new-onset severe heart conduction block are independent risk factors for long-term atrioventricular conduction block post TAVR procedure.
7.The basic logic and optimization path of family health education from the perspective of empowerment theory
Rui-ke YOU ; Yang ZHAO ; Hu-feng WANG
Chinese Journal of Health Policy 2025;18(9):8-14
Under the background of the in-depth advancement of the Healthy China strategy,as the basic unit of health education,how to activate the health education function of the family has become an important issue in current health governance.From the perspective of empowerment theory,this article sorts out the basic logic of health education carried out by families through case studies,systematically analyzes the functional positioning of the empowerment subjects(dominant type,executive type,and supplementary type),and reveals how these empowerment subjects support and promote the implementation of family health education through formal and informal empowerment methods.And explore the empowerment mechanism of family health education from"empowerment conditions-empowerment process-empowerment results",and deeply analyze the influence of the combination mode of empowerment subjects on the empowerment mechanism.The research suggests that at the institutional level,a collaborative mechanism among three types of empowerment subjects should be established.At the practical level,it is necessary to ensure the implementation of empowerment,stimulate the initiative within families,and promote an optimized path for the precise matching of health education content with the differentiated needs of families.The research provides new perspectives and strategies for health education at the family level,which is of great theoretical and practical significance for promoting the practice of health education.
8.The basic logic and optimization path of family health education from the perspective of empowerment theory
Rui-ke YOU ; Yang ZHAO ; Hu-feng WANG
Chinese Journal of Health Policy 2025;18(9):8-14
Under the background of the in-depth advancement of the Healthy China strategy,as the basic unit of health education,how to activate the health education function of the family has become an important issue in current health governance.From the perspective of empowerment theory,this article sorts out the basic logic of health education carried out by families through case studies,systematically analyzes the functional positioning of the empowerment subjects(dominant type,executive type,and supplementary type),and reveals how these empowerment subjects support and promote the implementation of family health education through formal and informal empowerment methods.And explore the empowerment mechanism of family health education from"empowerment conditions-empowerment process-empowerment results",and deeply analyze the influence of the combination mode of empowerment subjects on the empowerment mechanism.The research suggests that at the institutional level,a collaborative mechanism among three types of empowerment subjects should be established.At the practical level,it is necessary to ensure the implementation of empowerment,stimulate the initiative within families,and promote an optimized path for the precise matching of health education content with the differentiated needs of families.The research provides new perspectives and strategies for health education at the family level,which is of great theoretical and practical significance for promoting the practice of health education.
9.Vagal Response During Pulmonary Vein Isolation:Incidence,Characteristics and Clinical Outcomes
Erpeng LIANG ; Weifeng SONG ; You ZHOU ; Ke CHEN ; Xianqing WANG ; Chuanyu GAO ; Lihui ZHENG
Chinese Circulation Journal 2025;40(5):475-479
Objectives:This study aims to investigate the incidence,characteristics and clinical outcomes of vagal response(VR)during pulmonary vein isolation(PVI).Methods:A total of 702 patients with nonvalvular atrial fibrillation(AF)who received the first PVI radiofrequency ablation in Central China Fuwai Hospital from January 2022 to December 2023 were consecutively enrolled.PVI was initiated from right superior pulmonary vein(RSPV),followed by other pulmonary veins(PVs).The VR was defined as atrioventricular block(AVB),asystole or a 50%increase in the RR interval.Results:Among 702 patients with AF,380 patients(54.1%)were paroxysmal AF and 322 patients(45.9%)were persistent AF.77 patients(11.0%)developed 81 VR episodes,which were more common in paroxysmal group than in persistent AF group(19.5%vs.0.9%,P<0.001).VR manifestations included 51 sinus arrest(63.0%),26 sinus bradycardia(32.1%),and 4 atrioventricular block(AVB,4.9%).Most VR episodes were observed in the left superior ganglionated plexi(67[82.7%]).Paroxysmal AF(OR=18.667,95%CI:6.638-52.491,P<0.001),body mass index(BMI)≥28.0 kg/m2(OR=2.361,95%CI:1.376-4.051,P=0.002)and left ventricular ejection fraction(LVEF)≥62.0%(OR=1.964,95%CI:1.119-3.447,P=0.019)were independent risk factors of VR.During a mean of(13.0±7.1)months follow up,among paroxysmal AF patients,6 patients(8.1%)with VR and 33 patients(10.8%)without VR experienced AF recurrence(P=0.496).Kaplan-Meier curves estimated that the AF-free survival rate was similar between VR group and non-VR group among paroxysmal AF patients(log-rank P=0.735).Conclusions:The most common sites of VR when initiating PVI from right RSPV occur in left superior ganglionated plexi.Paroxysmal AF,BMI≥28.0 kg/m2 and LVEF≥62.0%are independent risk factors of VR.VR does not affect AF-free survival.
10.The Impact of New-onset Heart Conduction Blocks After Transcatheter Aortic Valve Replacement on the Heart Conduction at 1-year Follow-up
Jifang MA ; You ZHOU ; Xiaobiao ZANG ; Weifeng SONG ; Ke CHEN ; Zhihan ZHAO ; Xianqing WANG ; Yonghui ZHAO ; Haixia FU
Chinese Circulation Journal 2025;40(2):164-169
Objectives:This study aims to explore the impact of new-onset heart conduction block post transcatheter aortic valve replacement(TAVR)on the cardiac conduction status during 1-year follow-up.Methods:A total of 130 patients who completed TAVR surgery at Fuwai Central-China Cardiovascular Hospital from July 2019 to October 2022 were screened.Among them,56 cases with postoperative heart conduction block were selected for analysis.According to the degree of heart block,patients were divided into mild block group(n=36),moderate block group(n=9),and severe block group(n=11).The clinical characteristics and cardiac conduction conditions at 1-year follow-up between different groups were compared.Results:During a mean(8.5±4.1)months follow-up period,10(17.9%)patients had long-term atrioventricular conduction block,and 46(82.1%)patients had partial or complete recovery of heart block,with 28(50.0%)patients with completely recovered cardiac conduction.In the mild block group,22(61.1%)cases were completely recovered,9(25.0%)patients partly recovered,and 5(13.9%)cases uncovered.In the moderate block group,2(22.2%)cases were completely recovered,5(55.6%)patients partly recovered,and 2(22.2%)cases uncovered.Difference in long-term atrioventricular conduction block among three groups was statistically significant(P<0.001).The Kaplan-Meier curve shows that patients with moderate to severe heart block have a higher rate of long-term atrioventricular conduction block(86.1%vs.77.8%vs.72.7%,log-rank P=0.03).Cox multivariate analysis exhibited that old age(≥75 years old,HR=1.204,95%CI:1.051-1.525,P=0.041)and severe heart conduction block(HR=1.106,95%CI:1.100-1.616,P=0.031)are the two independent risk factors for long-term atrioventricular conduction block post TAVR.Conclusions:The ratio of complete cardiac conduction recovery post TAVR is 50.0%.Older age(≥75 year)and new-onset severe heart conduction block are independent risk factors for long-term atrioventricular conduction block post TAVR procedure.


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